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16 Results

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Poster
Tue 14:00 Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor
Salim I. Amoukou · Nicolas Brunel
Poster
Wed 9:00 On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
Dennis Wei · Rahul Nair · Amit Dhurandhar · Kush Varshney · Elizabeth Daly · Moninder Singh
Poster
Thu 9:00 Sparsity in Continuous-Depth Neural Networks
Hananeh Aliee · Till Richter · Mikhail Solonin · Ignacio Ibarra · Fabian Theis · Niki Kilbertus
Poster
Thu 9:00 Learning to Scaffold: Optimizing Model Explanations for Teaching
Patrick Fernandes · Marcos Treviso · Danish Pruthi · André Martins · Graham Neubig